from google.colab import drive
drive.mount('/content/drive')
Mounted at /content/drive
import warnings
warnings.filterwarnings('ignore')
import numpy as np
import pandas as pd
import os
import shutil as sh
from IPython.display import Image
import torch
import torch
from IPython.display import Image
import shutil
import os
from random import choice
!unzip "/content/drive/MyDrive/4/acdcfogg.v3i.yolov5pytorch.zip" -d "/content/drive/MyDrive/4/data"
Archive: /content/drive/MyDrive/4/acdcfogg.v3i.yolov5pytorch.zip extracting: /content/drive/MyDrive/4/data/README.dataset.txt extracting: /content/drive/MyDrive/4/data/README.roboflow.txt extracting: /content/drive/MyDrive/4/data/data.yaml creating: /content/drive/MyDrive/4/data/test/ creating: /content/drive/MyDrive/4/data/test/images/ extracting: /content/drive/MyDrive/4/data/test/images/GOPR0475_frame_000300_rgb_anon_png.rf.bfa6bd4a07fa77a7f8112d6236838651.jpg extracting: /content/drive/MyDrive/4/data/test/images/GOPR0475_frame_000508_rgb_anon_png.rf.f12728dc4a653ea58b0fc8cdc78bd2f8.jpg extracting: /content/drive/MyDrive/4/data/test/images/GOPR0475_frame_000550_rgb_anon_png.rf.fe1a6585036a859204d3642788a14725.jpg extracting: /content/drive/MyDrive/4/data/test/images/GOPR0475_frame_000606_rgb_anon_png.rf.169c0e9dc84954e2c9a95832a6dd6cb3.jpg extracting: /content/drive/MyDrive/4/data/test/images/GOPR0475_frame_000670_rgb_anon_png.rf.355a22ce18b33c65d907cab1cd54ce34.jpg extracting: 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!git clone https://github.com/ultralytics/yolov5
Cloning into 'yolov5'... remote: Enumerating objects: 16114, done. remote: Counting objects: 100% (25/25), done. remote: Compressing objects: 100% (24/24), done. remote: Total 16114 (delta 8), reused 10 (delta 1), pack-reused 16089 Receiving objects: 100% (16114/16114), 14.79 MiB | 21.15 MiB/s, done. Resolving deltas: 100% (11032/11032), done.
%cd /content/yolov5/
/content/yolov5
!pip install -r requirements.txt
Collecting gitpython>=3.1.30 (from -r requirements.txt (line 5))
Downloading GitPython-3.1.40-py3-none-any.whl (190 kB)
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Requirement already satisfied: matplotlib>=3.3 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 6)) (3.7.1)
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Requirement already satisfied: opencv-python>=4.1.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 8)) (4.8.0.76)
Collecting Pillow>=10.0.1 (from -r requirements.txt (line 9))
Downloading Pillow-10.1.0-cp310-cp310-manylinux_2_28_x86_64.whl (3.6 MB)
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Requirement already satisfied: psutil in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 10)) (5.9.5)
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Requirement already satisfied: scipy>=1.4.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 13)) (1.11.4)
Collecting thop>=0.1.1 (from -r requirements.txt (line 14))
Downloading thop-0.1.1.post2209072238-py3-none-any.whl (15 kB)
Requirement already satisfied: torch>=1.8.0 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 15)) (2.1.0+cu121)
Requirement already satisfied: torchvision>=0.9.0 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 16)) (0.16.0+cu121)
Requirement already satisfied: tqdm>=4.64.0 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 17)) (4.66.1)
Collecting ultralytics>=8.0.147 (from -r requirements.txt (line 18))
Downloading ultralytics-8.0.229-py3-none-any.whl (663 kB)
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Requirement already satisfied: pandas>=1.1.4 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 27)) (1.5.3)
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Collecting gitdb<5,>=4.0.1 (from gitpython>=3.1.30->-r requirements.txt (line 5))
Downloading gitdb-4.0.11-py3-none-any.whl (62 kB)
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Requirement already satisfied: contourpy>=1.0.1 in /usr/local/lib/python3.10/dist-packages (from matplotlib>=3.3->-r requirements.txt (line 6)) (1.2.0)
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Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests>=2.23.0->-r requirements.txt (line 12)) (3.3.2)
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Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests>=2.23.0->-r requirements.txt (line 12)) (2.0.7)
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Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (3.13.1)
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Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (3.1.2)
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Requirement already satisfied: triton==2.1.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->-r requirements.txt (line 15)) (2.1.0)
Requirement already satisfied: py-cpuinfo in /usr/local/lib/python3.10/dist-packages (from ultralytics>=8.0.147->-r requirements.txt (line 18)) (9.0.0)
Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.10/dist-packages (from pandas>=1.1.4->-r requirements.txt (line 27)) (2023.3.post1)
Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->gitpython>=3.1.30->-r requirements.txt (line 5))
Downloading smmap-5.0.1-py3-none-any.whl (24 kB)
Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib>=3.3->-r requirements.txt (line 6)) (1.16.0)
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Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.8.0->-r requirements.txt (line 15)) (1.3.0)
Installing collected packages: smmap, Pillow, gitdb, thop, gitpython, ultralytics
Attempting uninstall: Pillow
Found existing installation: Pillow 9.4.0
Uninstalling Pillow-9.4.0:
Successfully uninstalled Pillow-9.4.0
ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
imageio 2.31.6 requires pillow<10.1.0,>=8.3.2, but you have pillow 10.1.0 which is incompatible.
Successfully installed Pillow-10.1.0 gitdb-4.0.11 gitpython-3.1.40 smmap-5.0.1 thop-0.1.1.post2209072238 ultralytics-8.0.229
with open(r'/content/drive/MyDrive/4/data/data.yaml', 'r') as file:
lines = file.readlines()
print(lines)
['train: /content/drive/MyDrive/4/data/train/images\n', 'val: /content/drive/MyDrive/4/data/valid/images\n', '\n', '\n', 'nc: 10\n', "names: ['0- person', '1- bicycle', '2- car', '3- motorcycle', '4- airplane', '5- bus', '6- train', '7- truck', '8- boat', '9- traffic light']\n", '\n', 'roboflow:\n', ' workspace: debasiskumaredugmailcom-oadi4\n', ' project: acdcfogg\n', ' version: 3\n', ' license: CC BY 4.0\n', ' url: https://universe.roboflow.com/debasiskumaredugmailcom-oadi4/acdcfogg/dataset/3']
ML_Model = []
precision = []
recall = []
mAP = []
#function to call for storing the results
def storeResults(model, a,b,c):
ML_Model.append(model)
precision.append(round(a, 3))
recall.append(round(b, 3))
mAP.append(round(c, 3))
!wandb disabled
!python train.py --img 415 --batch 2 --epochs 50 --data /content/drive/MyDrive/4/data/data.yaml --weights yolov5x6.pt --cache --workers 2
/bin/bash: line 1: wandb: command not found 2023-12-26 18:52:53.559496: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2023-12-26 18:52:53.559539: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2023-12-26 18:52:53.560946: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered train: weights=yolov5x6.pt, cfg=, data=/content/drive/MyDrive/4/data/data.yaml, hyp=data/hyps/hyp.scratch-low.yaml, epochs=50, batch_size=2, imgsz=415, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, bucket=, cache=ram, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=2, project=runs/train, name=exp, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest github: up to date with https://github.com/ultralytics/yolov5 ✅ YOLOv5 🚀 v7.0-253-g63555c8 Python-3.10.12 torch-2.1.0+cu121 CUDA:0 (Tesla T4, 15102MiB) hyperparameters: lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0 Comet: run 'pip install comet_ml' to automatically track and visualize YOLOv5 🚀 runs in Comet TensorBoard: Start with 'tensorboard --logdir runs/train', view at http://localhost:6006/ Downloading https://ultralytics.com/assets/Arial.ttf to /root/.config/Ultralytics/Arial.ttf... 100% 755k/755k [00:00<00:00, 4.86MB/s] Downloading https://github.com/ultralytics/yolov5/releases/download/v7.0/yolov5x6.pt to yolov5x6.pt... 100% 270M/270M [00:03<00:00, 75.9MB/s] Overriding model.yaml nc=80 with nc=10 from n params module arguments 0 -1 1 8800 models.common.Conv [3, 80, 6, 2, 2] 1 -1 1 115520 models.common.Conv [80, 160, 3, 2] 2 -1 4 309120 models.common.C3 [160, 160, 4] 3 -1 1 461440 models.common.Conv [160, 320, 3, 2] 4 -1 8 2259200 models.common.C3 [320, 320, 8] 5 -1 1 1844480 models.common.Conv [320, 640, 3, 2] 6 -1 12 13125120 models.common.C3 [640, 640, 12] 7 -1 1 5531520 models.common.Conv [640, 960, 3, 2] 8 -1 4 11070720 models.common.C3 [960, 960, 4] 9 -1 1 11061760 models.common.Conv [960, 1280, 3, 2] 10 -1 4 19676160 models.common.C3 [1280, 1280, 4] 11 -1 1 4099840 models.common.SPPF [1280, 1280, 5] 12 -1 1 1230720 models.common.Conv [1280, 960, 1, 1] 13 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 14 [-1, 8] 1 0 models.common.Concat [1] 15 -1 4 11992320 models.common.C3 [1920, 960, 4, False] 16 -1 1 615680 models.common.Conv [960, 640, 1, 1] 17 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 18 [-1, 6] 1 0 models.common.Concat [1] 19 -1 4 5332480 models.common.C3 [1280, 640, 4, False] 20 -1 1 205440 models.common.Conv [640, 320, 1, 1] 21 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 22 [-1, 4] 1 0 models.common.Concat [1] 23 -1 4 1335040 models.common.C3 [640, 320, 4, False] 24 -1 1 922240 models.common.Conv [320, 320, 3, 2] 25 [-1, 20] 1 0 models.common.Concat [1] 26 -1 4 4922880 models.common.C3 [640, 640, 4, False] 27 -1 1 3687680 models.common.Conv [640, 640, 3, 2] 28 [-1, 16] 1 0 models.common.Concat [1] 29 -1 4 11377920 models.common.C3 [1280, 960, 4, False] 30 -1 1 8296320 models.common.Conv [960, 960, 3, 2] 31 [-1, 12] 1 0 models.common.Concat [1] 32 -1 4 20495360 models.common.C3 [1920, 1280, 4, False] 33 [23, 26, 29, 32] 1 144180 models.yolo.Detect [10, [[19, 27, 44, 40, 38, 94], [96, 68, 86, 152, 180, 137], [140, 301, 303, 264, 238, 542], [436, 615, 739, 380, 925, 792]], [320, 640, 960, 1280]] Model summary: 575 layers, 140121940 parameters, 140121940 gradients, 208.9 GFLOPs Transferred 955/963 items from yolov5x6.pt AMP: checks passed ✅ WARNING ⚠️ --img-size 415 must be multiple of max stride 64, updating to 448 optimizer: SGD(lr=0.01) with parameter groups 159 weight(decay=0.0), 163 weight(decay=0.0005), 163 bias albumentations: Blur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8)) train: Scanning /content/drive/MyDrive/4/data/train/labels.cache... 639 images, 0 backgrounds, 0 corrupt: 100% 639/639 [00:00<?, ?it/s] train: Caching images (0.4GB ram): 100% 639/639 [00:15<00:00, 41.49it/s] val: Scanning /content/drive/MyDrive/4/data/valid/labels.cache... 180 images, 0 backgrounds, 0 corrupt: 100% 180/180 [00:00<?, ?it/s] val: Caching images (0.1GB ram): 100% 180/180 [00:01<00:00, 151.84it/s] AutoAnchor: 2.40 anchors/target, 0.947 Best Possible Recall (BPR). Anchors are a poor fit to dataset ⚠️, attempting to improve... AutoAnchor: WARNING ⚠️ Extremely small objects found: 14 of 3765 labels are <3 pixels in size AutoAnchor: Running kmeans for 12 anchors on 3765 points... AutoAnchor: Evolving anchors with Genetic Algorithm: fitness = 0.7979: 100% 1000/1000 [00:00<00:00, 1382.52it/s] AutoAnchor: thr=0.25: 1.0000 best possible recall, 6.96 anchors past thr AutoAnchor: n=12, img_size=448, metric_all=0.348/0.798-mean/best, past_thr=0.507-mean: 6,10, 10,14, 6,22, 13,19, 11,37, 20,26, 29,37, 47,45, 33,109, 74,81, 109,204, 162,283 AutoAnchor: Done ✅ (optional: update model *.yaml to use these anchors in the future) Plotting labels to runs/train/exp/labels.jpg... Image sizes 448 train, 448 val Using 2 dataloader workers Logging results to runs/train/exp Starting training for 50 epochs... Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0/49 3.04G 0.1397 0.01413 0.06229 7 448: 0% 0/320 [00:01<?, ?it/s]WARNING ⚠️ TensorBoard graph visualization failure Sizes of tensors must match except in dimension 1. Expected size 14 but got size 13 for tensor number 1 in the list. 0/49 3.47G 0.1246 0.02446 0.04736 15 448: 100% 320/320 [00:52<00:00, 6.04it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:05<00:00, 7.69it/s] all 180 1126 0.471 0.0262 0.0187 0.00452 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 1/49 3.47G 0.1044 0.02223 0.03009 15 448: 100% 320/320 [00:47<00:00, 6.77it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:05<00:00, 8.00it/s] all 180 1126 0.365 0.0861 0.0263 0.00798 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 2/49 3.47G 0.1025 0.02073 0.02578 4 448: 100% 320/320 [00:46<00:00, 6.82it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 9.91it/s] all 180 1126 0.665 0.0954 0.0858 0.0275 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 3/49 3.47G 0.09848 0.01801 0.02358 5 448: 100% 320/320 [00:46<00:00, 6.89it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.86it/s] all 180 1126 0.701 0.187 0.154 0.0486 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 4/49 3.47G 0.09398 0.02022 0.02153 7 448: 100% 320/320 [00:46<00:00, 6.85it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.82it/s] all 180 1126 0.74 0.175 0.228 0.0718 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 5/49 3.47G 0.0877 0.01914 0.02003 0 448: 100% 320/320 [00:46<00:00, 6.87it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.78it/s] all 180 1126 0.781 0.183 0.255 0.0982 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 6/49 3.47G 0.08417 0.01949 0.01925 10 448: 100% 320/320 [00:46<00:00, 6.90it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.06it/s] all 180 1126 0.629 0.277 0.301 0.137 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 7/49 3.47G 0.07982 0.0191 0.01833 9 448: 100% 320/320 [00:46<00:00, 6.88it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.68it/s] all 180 1126 0.584 0.365 0.321 0.15 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 8/49 3.47G 0.08167 0.01952 0.01782 12 448: 100% 320/320 [00:46<00:00, 6.83it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.05it/s] all 180 1126 0.587 0.353 0.289 0.124 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 9/49 3.47G 0.07757 0.01872 0.01641 4 448: 100% 320/320 [00:46<00:00, 6.83it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.93it/s] all 180 1126 0.577 0.368 0.321 0.167 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 10/49 3.47G 0.07754 0.01975 0.01701 19 448: 100% 320/320 [00:46<00:00, 6.86it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.95it/s] all 180 1126 0.664 0.361 0.382 0.192 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 11/49 3.47G 0.07353 0.01867 0.01567 6 448: 100% 320/320 [00:46<00:00, 6.87it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.87it/s] all 180 1126 0.614 0.408 0.348 0.181 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 12/49 3.47G 0.07327 0.01853 0.0154 1 448: 100% 320/320 [00:46<00:00, 6.87it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.90it/s] all 180 1126 0.673 0.355 0.339 0.168 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 13/49 3.47G 0.07238 0.01842 0.01511 12 448: 100% 320/320 [00:46<00:00, 6.86it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.01it/s] all 180 1126 0.687 0.357 0.35 0.155 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 14/49 3.47G 0.07046 0.01843 0.01471 0 448: 100% 320/320 [00:46<00:00, 6.87it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.01it/s] all 180 1126 0.639 0.41 0.365 0.183 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 15/49 3.47G 0.07065 0.01917 0.01374 21 448: 100% 320/320 [00:46<00:00, 6.86it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.04it/s] all 180 1126 0.733 0.361 0.375 0.177 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 16/49 3.47G 0.07063 0.01909 0.01421 0 448: 100% 320/320 [00:46<00:00, 6.87it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.84it/s] all 180 1126 0.667 0.425 0.427 0.215 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 17/49 3.47G 0.06915 0.01917 0.01404 8 448: 100% 320/320 [00:47<00:00, 6.77it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.83it/s] all 180 1126 0.61 0.393 0.418 0.205 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 18/49 3.47G 0.06882 0.01896 0.01429 3 448: 100% 320/320 [00:46<00:00, 6.83it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.75it/s] all 180 1126 0.57 0.501 0.435 0.209 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 19/49 3.47G 0.06781 0.01814 0.01368 11 448: 100% 320/320 [00:46<00:00, 6.87it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.97it/s] all 180 1126 0.602 0.439 0.392 0.188 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 20/49 3.47G 0.06729 0.01939 0.01319 8 448: 100% 320/320 [00:46<00:00, 6.94it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.08it/s] all 180 1126 0.562 0.476 0.431 0.208 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 21/49 3.47G 0.06693 0.01918 0.01264 18 448: 100% 320/320 [00:46<00:00, 6.95it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.88it/s] all 180 1126 0.581 0.443 0.441 0.228 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 22/49 3.47G 0.06558 0.01846 0.01335 0 448: 100% 320/320 [00:45<00:00, 7.00it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.06it/s] all 180 1126 0.622 0.441 0.546 0.306 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 23/49 3.47G 0.06409 0.01785 0.01272 8 448: 100% 320/320 [00:46<00:00, 6.89it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.08it/s] all 180 1126 0.649 0.46 0.473 0.25 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 24/49 3.47G 0.0632 0.0169 0.01193 5 448: 100% 320/320 [00:46<00:00, 6.95it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.03it/s] all 180 1126 0.605 0.454 0.464 0.251 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 25/49 3.47G 0.06442 0.01799 0.01161 4 448: 100% 320/320 [00:46<00:00, 6.89it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.13it/s] all 180 1126 0.474 0.46 0.558 0.291 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 26/49 3.47G 0.06397 0.01823 0.01252 11 448: 100% 320/320 [00:46<00:00, 6.92it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.03it/s] all 180 1126 0.464 0.535 0.577 0.291 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 27/49 3.47G 0.06279 0.01831 0.01313 6 448: 100% 320/320 [00:46<00:00, 6.91it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.06it/s] all 180 1126 0.69 0.452 0.588 0.295 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 28/49 3.47G 0.0618 0.01777 0.01147 6 448: 100% 320/320 [00:46<00:00, 6.91it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.92it/s] all 180 1126 0.583 0.431 0.578 0.269 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 29/49 3.47G 0.06197 0.01749 0.01246 1 448: 100% 320/320 [00:46<00:00, 6.89it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.95it/s] all 180 1126 0.557 0.461 0.602 0.281 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 30/49 3.47G 0.06191 0.0176 0.01158 4 448: 100% 320/320 [00:46<00:00, 6.92it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.85it/s] all 180 1126 0.551 0.445 0.575 0.317 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 31/49 3.47G 0.06015 0.01725 0.01106 4 448: 100% 320/320 [00:46<00:00, 6.92it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.06it/s] all 180 1126 0.506 0.511 0.589 0.307 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 32/49 3.47G 0.06173 0.01794 0.01121 2 448: 100% 320/320 [00:46<00:00, 6.86it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.92it/s] all 180 1126 0.541 0.488 0.595 0.312 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 33/49 3.47G 0.05964 0.01781 0.0103 2 448: 100% 320/320 [00:46<00:00, 6.92it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.02it/s] all 180 1126 0.557 0.475 0.601 0.301 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 34/49 3.47G 0.05971 0.01766 0.01088 29 448: 100% 320/320 [00:46<00:00, 6.93it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.95it/s] all 180 1126 0.715 0.453 0.589 0.291 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 35/49 3.47G 0.05909 0.01675 0.01072 5 448: 100% 320/320 [00:46<00:00, 6.92it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.96it/s] all 180 1126 0.472 0.592 0.602 0.316 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 36/49 3.47G 0.05738 0.01626 0.01038 22 448: 100% 320/320 [00:46<00:00, 6.95it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.07it/s] all 180 1126 0.573 0.446 0.479 0.26 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 37/49 3.47G 0.05761 0.01615 0.01031 6 448: 100% 320/320 [00:46<00:00, 6.96it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.12it/s] all 180 1126 0.508 0.572 0.568 0.275 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 38/49 3.47G 0.05752 0.01692 0.01025 2 448: 100% 320/320 [00:46<00:00, 6.89it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.17it/s] all 180 1126 0.531 0.545 0.514 0.275 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 39/49 3.47G 0.05627 0.01746 0.009911 7 448: 100% 320/320 [00:46<00:00, 6.94it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.07it/s] all 180 1126 0.586 0.484 0.579 0.291 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 40/49 3.47G 0.0562 0.01682 0.009725 11 448: 100% 320/320 [00:46<00:00, 6.94it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.12it/s] all 180 1126 0.556 0.467 0.462 0.272 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 41/49 3.47G 0.05551 0.01618 0.009808 11 448: 100% 320/320 [00:46<00:00, 6.95it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.08it/s] all 180 1126 0.535 0.474 0.487 0.297 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 42/49 3.47G 0.05432 0.01603 0.009123 1 448: 100% 320/320 [00:45<00:00, 6.99it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.15it/s] all 180 1126 0.541 0.492 0.49 0.297 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 43/49 3.47G 0.05584 0.01739 0.01002 9 448: 100% 320/320 [00:45<00:00, 6.98it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.98it/s] all 180 1126 0.566 0.481 0.607 0.326 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 44/49 3.47G 0.05339 0.016 0.009181 5 448: 100% 320/320 [00:45<00:00, 6.98it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.10it/s] all 180 1126 0.507 0.589 0.621 0.345 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 45/49 3.47G 0.0535 0.01637 0.008811 0 448: 100% 320/320 [00:46<00:00, 6.92it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.06it/s] all 180 1126 0.568 0.484 0.619 0.349 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 46/49 3.47G 0.05386 0.01648 0.009426 13 448: 100% 320/320 [00:46<00:00, 6.90it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.85it/s] all 180 1126 0.576 0.495 0.624 0.362 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 47/49 3.47G 0.05389 0.01617 0.009545 6 448: 100% 320/320 [00:46<00:00, 6.82it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.99it/s] all 180 1126 0.534 0.577 0.628 0.375 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 48/49 3.47G 0.05405 0.01646 0.009282 3 448: 100% 320/320 [00:46<00:00, 6.84it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 11.00it/s] all 180 1126 0.532 0.551 0.625 0.373 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 49/49 3.47G 0.05255 0.01642 0.00865 10 448: 100% 320/320 [00:46<00:00, 6.89it/s] Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.96it/s] all 180 1126 0.591 0.462 0.62 0.356 50 epochs completed in 0.766 hours. Optimizer stripped from runs/train/exp/weights/last.pt, 281.0MB Optimizer stripped from runs/train/exp/weights/best.pt, 281.0MB Validating runs/train/exp/weights/best.pt... Fusing layers... Model summary: 416 layers, 140057380 parameters, 0 gradients, 208.1 GFLOPs Class Images Instances P R mAP50 mAP50-95: 100% 45/45 [00:04<00:00, 10.06it/s] all 180 1126 0.535 0.576 0.628 0.375 0- person 180 115 0.565 0.565 0.57 0.305 1- bicycle 180 2 0.075 0.5 0.495 0.347 2- car 180 751 0.651 0.832 0.831 0.532 3- motorcycle 180 6 0.336 0.5 0.241 0.123 5- bus 180 6 0.246 0.5 0.373 0.328 6- train 180 8 0.661 0.732 0.642 0.496 7- truck 180 97 0.617 0.773 0.727 0.495 8- boat 180 1 1 0 0.995 0.398 9- traffic light 180 140 0.661 0.786 0.775 0.352 Results saved to runs/train/exp
p_yol5 = 0.535
r_yol5 = 0.576
mAP_yolo5 = 0.628
storeResults('YoloV5x6',p_yol5,r_yol5,mAP_yolo5)
# dislaying metrics for train data
from IPython.display import Image
from IPython.display import display
x = Image(filename='runs/train/exp/F1_curve.png')
y = Image(filename='runs/train/exp/PR_curve.png')
z = Image(filename='runs/train/exp/confusion_matrix.png')
display(x, y,z)
Yolo v4
!wandb disabled
!python train.py --img 415 --batch 16 --epochs 50 --data /content/drive/MyDrive/4/data/data.yaml --weights '' --cfg /content/drive/MyDrive/4/yolov4.yaml --cache --workers 2
/bin/bash: line 1: wandb: command not found 2023-12-26 19:42:06.458526: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2023-12-26 19:42:06.458579: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2023-12-26 19:42:06.460028: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered train: weights=, cfg=/content/drive/MyDrive/4/yolov4.yaml, data=/content/drive/MyDrive/4/data/data.yaml, hyp=data/hyps/hyp.scratch-low.yaml, epochs=50, batch_size=16, imgsz=415, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, bucket=, cache=ram, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=2, project=runs/train, name=exp, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest github: up to date with https://github.com/ultralytics/yolov5 ✅ YOLOv5 🚀 v7.0-253-g63555c8 Python-3.10.12 torch-2.1.0+cu121 CUDA:0 (Tesla T4, 15102MiB) hyperparameters: lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0 Comet: run 'pip install comet_ml' to automatically track and visualize YOLOv5 🚀 runs in Comet TensorBoard: Start with 'tensorboard --logdir runs/train', view at http://localhost:6006/ Overriding model.yaml nc=80 with nc=10 from n params module arguments 0 -1 1 928 models.common.Conv [3, 32, 3, 1] 1 -1 1 18560 models.common.Conv [32, 64, 3, 2] 2 -1 1 20672 models.common.Bottleneck [64, 64] 3 -1 1 73984 models.common.Conv [64, 128, 3, 2] 4 -1 2 164608 models.common.Bottleneck [128, 128] 5 -1 1 295424 models.common.Conv [128, 256, 3, 2] 6 -1 8 2627584 models.common.Bottleneck [256, 256] 7 -1 1 1180672 models.common.Conv [256, 512, 3, 2] 8 -1 8 10498048 models.common.Bottleneck [512, 512] 9 -1 1 4720640 models.common.Conv [512, 1024, 3, 2] 10 -1 4 20983808 models.common.Bottleneck [1024, 1024] 11 -1 1 5245952 models.common.Bottleneck [1024, 1024, False] 12 -1 1 1574912 models.common.SPP [1024, 512, [5, 9, 13]] 13 -1 1 4720640 models.common.Conv [512, 1024, 3, 1] 14 -1 1 525312 models.common.Conv [1024, 512, 1, 1] 15 -1 1 4720640 models.common.Conv [512, 1024, 3, 1] 16 -2 1 131584 models.common.Conv [512, 256, 1, 1] 17 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 18 [-1, 8] 1 0 models.common.Concat [1] 19 -1 1 1377792 models.common.Bottleneck [768, 512, False] 20 -1 1 1312256 models.common.Bottleneck [512, 512, False] 21 -1 1 131584 models.common.Conv [512, 256, 1, 1] 22 -1 1 1180672 models.common.Conv [256, 512, 3, 1] 23 -2 1 33024 models.common.Conv [256, 128, 1, 1] 24 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 25 [-1, 6] 1 0 models.common.Concat [1] 26 -1 1 344832 models.common.Bottleneck [384, 256, False] 27 -1 2 656896 models.common.Bottleneck [256, 256, False] 28 [27, 22, 15] 1 80775 models.yolo.Detect [10, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [256, 512, 1024]] yolov4 summary: 270 layers, 62621799 parameters, 62621799 gradients, 156.3 GFLOPs AMP: checks passed ✅ WARNING ⚠️ --img-size 415 must be multiple of max stride 32, updating to 416 optimizer: SGD(lr=0.01) with parameter groups 73 weight(decay=0.0), 76 weight(decay=0.0005), 76 bias albumentations: Blur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8)) train: Scanning /content/drive/MyDrive/4/data/train/labels.cache... 639 images, 0 backgrounds, 0 corrupt: 100% 639/639 [00:00<?, ?it/s] train: Caching images (0.3GB ram): 100% 639/639 [00:02<00:00, 248.75it/s] val: Scanning /content/drive/MyDrive/4/data/valid/labels.cache... 180 images, 0 backgrounds, 0 corrupt: 100% 180/180 [00:00<?, ?it/s] val: Caching images (0.1GB ram): 100% 180/180 [00:01<00:00, 153.58it/s] AutoAnchor: 3.75 anchors/target, 0.999 Best Possible Recall (BPR). Current anchors are a good fit to dataset ✅ Plotting labels to runs/train/exp2/labels.jpg... Image sizes 416 train, 416 val Using 2 dataloader workers Logging results to runs/train/exp2 Starting training for 50 epochs... Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0/49 6.05G 0.1127 0.03066 0.06205 141 416: 100% 40/40 [00:17<00:00, 2.27it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.42it/s] all 180 1126 0.000169 0.0105 9.36e-05 3.05e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 1/49 7.49G 0.1088 0.03056 0.05663 141 416: 100% 40/40 [00:14<00:00, 2.75it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.81it/s] all 180 1126 0.000184 0.0134 0.000112 2.84e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 2/49 7.49G 0.1078 0.03207 0.04927 98 416: 100% 40/40 [00:14<00:00, 2.72it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.70it/s] all 180 1126 0.000138 0.00991 9.23e-05 2.02e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 3/49 7.49G 0.1059 0.02851 0.04228 128 416: 100% 40/40 [00:14<00:00, 2.71it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:03<00:00, 1.80it/s] all 180 1126 0.000187 0.0135 0.000105 2.97e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 4/49 7.49G 0.1044 0.03074 0.03762 149 416: 100% 40/40 [00:14<00:00, 2.75it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:03<00:00, 1.61it/s] all 180 1126 0.000414 0.0297 0.000883 0.000209 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 5/49 7.49G 0.102 0.02775 0.03576 160 416: 100% 40/40 [00:14<00:00, 2.75it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:06<00:00, 1.16s/it] all 180 1126 0.00561 0.0613 0.00443 0.000981 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 6/49 7.49G 0.09918 0.02816 0.03413 128 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.35it/s] all 180 1126 0.69 0.026 0.0131 0.00403 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 7/49 7.49G 0.09593 0.02653 0.03309 100 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.44it/s] all 180 1126 0.795 0.0216 0.0103 0.00289 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 8/49 7.49G 0.09498 0.02678 0.03297 125 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.693 0.0254 0.0125 0.00397 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 9/49 7.49G 0.09267 0.02524 0.0308 103 416: 100% 40/40 [00:14<00:00, 2.75it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.38it/s] all 180 1126 0.803 0.0399 0.017 0.0051 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 10/49 7.49G 0.09139 0.02585 0.03006 113 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.701 0.0574 0.0308 0.00979 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 11/49 7.49G 0.0886 0.02533 0.02948 112 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.33it/s] all 180 1126 0.721 0.0774 0.0517 0.0174 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 12/49 7.49G 0.08719 0.02452 0.02902 107 416: 100% 40/40 [00:14<00:00, 2.72it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.44it/s] all 180 1126 0.731 0.0765 0.0534 0.0181 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 13/49 7.49G 0.08518 0.02453 0.02822 139 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.721 0.0682 0.0458 0.0152 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 14/49 7.49G 0.08492 0.0246 0.02916 91 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.30it/s] all 180 1126 0.735 0.0849 0.0652 0.0235 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 15/49 7.49G 0.08524 0.0244 0.02801 156 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.937 0.0559 0.0736 0.0287 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 16/49 7.49G 0.08353 0.0246 0.02658 123 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.41it/s] all 180 1126 0.868 0.0511 0.0571 0.0219 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 17/49 7.49G 0.08357 0.02397 0.02683 132 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.40it/s] all 180 1126 0.811 0.0937 0.0934 0.0365 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 18/49 7.49G 0.08108 0.02412 0.02699 106 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.38it/s] all 180 1126 0.816 0.0715 0.0791 0.0313 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 19/49 7.49G 0.0804 0.02373 0.02718 88 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.50it/s] all 180 1126 0.753 0.101 0.0792 0.0303 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 20/49 7.49G 0.07864 0.02506 0.02539 150 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.44it/s] all 180 1126 0.826 0.114 0.12 0.0464 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 21/49 7.49G 0.07742 0.02467 0.02443 160 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.725 0.104 0.105 0.0391 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 22/49 7.49G 0.07626 0.02347 0.0254 152 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.45it/s] all 180 1126 0.836 0.103 0.119 0.0492 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 23/49 7.49G 0.0749 0.02319 0.02327 136 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.803 0.123 0.127 0.0535 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 24/49 7.49G 0.07148 0.02202 0.02261 76 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.773 0.126 0.133 0.0505 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 25/49 7.49G 0.06953 0.02378 0.02182 131 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.45it/s] all 180 1126 0.841 0.128 0.15 0.0613 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 26/49 7.49G 0.06877 0.02239 0.02278 115 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.44it/s] all 180 1126 0.836 0.13 0.155 0.0647 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 27/49 7.49G 0.06814 0.02376 0.02358 112 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.835 0.12 0.14 0.055 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 28/49 7.49G 0.06578 0.02241 0.02252 142 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.46it/s] all 180 1126 0.835 0.137 0.168 0.0681 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 29/49 7.49G 0.06591 0.02234 0.02193 98 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.45it/s] all 180 1126 0.732 0.142 0.173 0.0714 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 30/49 7.49G 0.06571 0.02242 0.02164 108 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.868 0.138 0.175 0.0731 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 31/49 7.49G 0.06346 0.02263 0.02208 100 416: 100% 40/40 [00:14<00:00, 2.72it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.45it/s] all 180 1126 0.826 0.142 0.159 0.0684 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 32/49 7.49G 0.06293 0.02197 0.02055 79 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.854 0.141 0.17 0.0721 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 33/49 7.49G 0.06254 0.02246 0.02048 168 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.44it/s] all 180 1126 0.804 0.143 0.178 0.0779 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 34/49 7.49G 0.06122 0.02248 0.0193 154 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.757 0.16 0.178 0.0709 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 35/49 7.49G 0.06106 0.02122 0.01954 137 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.877 0.129 0.163 0.0662 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 36/49 7.49G 0.05973 0.02022 0.01958 120 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.809 0.156 0.192 0.0796 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 37/49 7.49G 0.05859 0.02087 0.02013 135 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.812 0.15 0.199 0.0819 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 38/49 7.49G 0.05928 0.02136 0.01903 129 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.828 0.165 0.201 0.0847 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 39/49 7.49G 0.05803 0.02209 0.01888 82 416: 100% 40/40 [00:14<00:00, 2.72it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.85 0.134 0.184 0.0785 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 40/49 7.49G 0.05817 0.02179 0.01867 149 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.847 0.134 0.194 0.0854 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 41/49 7.49G 0.05688 0.02091 0.01898 129 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.832 0.145 0.201 0.0891 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 42/49 7.49G 0.05671 0.02023 0.0185 83 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.44it/s] all 180 1126 0.862 0.16 0.217 0.0973 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 43/49 7.49G 0.05731 0.02209 0.0197 181 416: 100% 40/40 [00:14<00:00, 2.72it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.832 0.161 0.21 0.0939 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 44/49 7.49G 0.05552 0.02073 0.01812 100 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.81 0.164 0.207 0.0915 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 45/49 7.49G 0.05432 0.02069 0.01642 91 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.82 0.17 0.212 0.0966 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 46/49 7.49G 0.05465 0.02093 0.01794 149 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.47it/s] all 180 1126 0.811 0.17 0.216 0.094 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 47/49 7.49G 0.05482 0.02083 0.01822 172 416: 100% 40/40 [00:14<00:00, 2.74it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.793 0.187 0.246 0.114 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 48/49 7.49G 0.05416 0.02084 0.01756 124 416: 100% 40/40 [00:14<00:00, 2.69it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.49it/s] all 180 1126 0.798 0.188 0.25 0.115 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 49/49 7.49G 0.05368 0.02135 0.01664 95 416: 100% 40/40 [00:14<00:00, 2.73it/s] Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:02<00:00, 2.48it/s] all 180 1126 0.794 0.191 0.245 0.113 50 epochs completed in 0.267 hours. Optimizer stripped from runs/train/exp2/weights/last.pt, 125.6MB Optimizer stripped from runs/train/exp2/weights/best.pt, 125.6MB Validating runs/train/exp2/weights/best.pt... Fusing layers... yolov4 summary: 197 layers, 62594983 parameters, 0 gradients, 155.5 GFLOPs Class Images Instances P R mAP50 mAP50-95: 100% 6/6 [00:03<00:00, 1.58it/s] all 180 1126 0.799 0.187 0.251 0.115 0- person 180 115 0.625 0.139 0.202 0.0703 1- bicycle 180 2 1 0 0.0375 0.00978 2- car 180 751 0.651 0.652 0.676 0.342 3- motorcycle 180 6 1 0 0.0231 0.0119 5- bus 180 6 1 0 0.0143 0.00713 6- train 180 8 1 0 0.421 0.214 7- truck 180 97 0.407 0.485 0.462 0.221 8- boat 180 1 1 0 0 0 9- traffic light 180 140 0.509 0.407 0.419 0.16 Results saved to runs/train/exp2
p_yol5 = 0.799
r_yol5 = 0.187
mAP_yolo5 = 0.256
storeResults('YoloV4',p_yol5,r_yol5,mAP_yolo5)
# dislaying metrics for train data
from IPython.display import Image
from IPython.display import display
x = Image(filename='runs/train/exp2/F1_curve.png')
y = Image(filename='runs/train/exp2/PR_curve.png')
z = Image(filename='runs/train/exp2/confusion_matrix.png')
display(x, y,z)
!zip -r /content/drive/MyDrive/4/file.zip /content/yolov5
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!git clone https://github.com/SunetK/MCD-YOLOv5-joint-DPC
Cloning into 'MCD-YOLOv5-joint-DPC'... remote: Enumerating objects: 329, done. remote: Counting objects: 100% (182/182), done. remote: Compressing objects: 100% (154/154), done. remote: Total 329 (delta 75), reused 82 (delta 20), pack-reused 147 Receiving objects: 100% (329/329), 338.64 KiB | 2.29 MiB/s, done. Resolving deltas: 100% (111/111), done.
MC-DAYolo
!wandb disabled
!python train.py --img 415 --batch 4 --epochs 50 --data /content/drive/MyDrive/4/data/data.yaml --weights '' --cfg /content/yolov5/MCD-YOLOv5-joint-DPC/MCD-YOLOv5/models/yolov5x.yaml --cache --workers 2
/bin/bash: line 1: wandb: command not found 2023-12-26 20:03:24.803182: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2023-12-26 20:03:24.803236: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2023-12-26 20:03:24.804723: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered train: weights=, cfg=/content/yolov5/MCD-YOLOv5-joint-DPC/MCD-YOLOv5/models/yolov5x.yaml, data=/content/drive/MyDrive/4/data/data.yaml, hyp=data/hyps/hyp.scratch-low.yaml, epochs=50, batch_size=4, imgsz=415, rect=False, resume=False, nosave=False, noval=False, noautoanchor=False, noplots=False, evolve=None, bucket=, cache=ram, image_weights=False, device=, multi_scale=False, single_cls=False, optimizer=SGD, sync_bn=False, workers=2, project=runs/train, name=exp, exist_ok=False, quad=False, cos_lr=False, label_smoothing=0.0, patience=100, freeze=[0], save_period=-1, seed=0, local_rank=-1, entity=None, upload_dataset=False, bbox_interval=-1, artifact_alias=latest github: up to date with https://github.com/ultralytics/yolov5 ✅ YOLOv5 🚀 v7.0-253-g63555c8 Python-3.10.12 torch-2.1.0+cu121 CUDA:0 (Tesla T4, 15102MiB) hyperparameters: lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=0.05, cls=0.5, cls_pw=1.0, obj=1.0, obj_pw=1.0, iou_t=0.2, anchor_t=4.0, fl_gamma=0.0, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0 Comet: run 'pip install comet_ml' to automatically track and visualize YOLOv5 🚀 runs in Comet TensorBoard: Start with 'tensorboard --logdir runs/train', view at http://localhost:6006/ Overriding model.yaml nc=80 with nc=10 from n params module arguments 0 -1 1 8800 models.common.Conv [3, 80, 6, 2, 2] 1 -1 1 115520 models.common.Conv [80, 160, 3, 2] 2 -1 4 309120 models.common.C3 [160, 160, 4] 3 -1 1 461440 models.common.Conv [160, 320, 3, 2] 4 -1 8 2259200 models.common.C3 [320, 320, 8] 5 -1 1 1844480 models.common.Conv [320, 640, 3, 2] 6 -1 12 13125120 models.common.C3 [640, 640, 12] 7 -1 1 7375360 models.common.Conv [640, 1280, 3, 2] 8 -1 4 19676160 models.common.C3 [1280, 1280, 4] 9 -1 1 4099840 models.common.SPPF [1280, 1280, 5] 10 -1 1 820480 models.common.Conv [1280, 640, 1, 1] 11 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 12 [-1, 6] 1 0 models.common.Concat [1] 13 -1 4 5332480 models.common.C3 [1280, 640, 4, False] 14 -1 1 205440 models.common.Conv [640, 320, 1, 1] 15 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest'] 16 [-1, 4] 1 0 models.common.Concat [1] 17 -1 4 1335040 models.common.C3 [640, 320, 4, False] 18 -1 1 922240 models.common.Conv [320, 320, 3, 2] 19 [-1, 14] 1 0 models.common.Concat [1] 20 -1 4 4922880 models.common.C3 [640, 640, 4, False] 21 -1 1 3687680 models.common.Conv [640, 640, 3, 2] 22 [-1, 10] 1 0 models.common.Concat [1] 23 -1 4 19676160 models.common.C3 [1280, 1280, 4, False] 24 [17, 20, 23] 1 100935 models.yolo.Detect [10, [[10, 13, 16, 30, 33, 23], [30, 61, 62, 45, 59, 119], [116, 90, 156, 198, 373, 326]], [320, 640, 1280]] YOLOv5x summary: 445 layers, 86278375 parameters, 86278375 gradients, 204.8 GFLOPs AMP: checks passed ✅ WARNING ⚠️ --img-size 415 must be multiple of max stride 32, updating to 416 optimizer: SGD(lr=0.01) with parameter groups 123 weight(decay=0.0), 126 weight(decay=0.0005), 126 bias albumentations: Blur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8)) train: Scanning /content/drive/MyDrive/4/data/train/labels.cache... 639 images, 0 backgrounds, 0 corrupt: 100% 639/639 [00:00<?, ?it/s] train: Caching images (0.3GB ram): 100% 639/639 [00:02<00:00, 236.75it/s] val: Scanning /content/drive/MyDrive/4/data/valid/labels.cache... 180 images, 0 backgrounds, 0 corrupt: 100% 180/180 [00:00<?, ?it/s] val: Caching images (0.1GB ram): 100% 180/180 [00:01<00:00, 154.65it/s] AutoAnchor: 3.75 anchors/target, 0.999 Best Possible Recall (BPR). Current anchors are a good fit to dataset ✅ Plotting labels to runs/train/exp3/labels.jpg... Image sizes 416 train, 416 val Using 2 dataloader workers Logging results to runs/train/exp3 Starting training for 50 epochs... Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 0/49 3.16G 0.1157 0.02883 0.06291 29 416: 100% 160/160 [00:31<00:00, 5.06it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.72it/s] all 180 1126 0.000187 0.0284 0.000113 3.12e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 1/49 3.16G 0.1146 0.02853 0.06257 26 416: 100% 160/160 [00:26<00:00, 6.09it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:08<00:00, 2.72it/s] all 180 1126 6.34e-06 0.000148 3.1e-06 6.19e-07 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 2/49 3.16G 0.1119 0.03031 0.06181 21 416: 100% 160/160 [00:26<00:00, 6.00it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:06<00:00, 3.83it/s] all 180 1126 8.76e-05 0.00355 4.67e-05 1.77e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 3/49 3.16G 0.1088 0.02845 0.05963 35 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.44it/s] all 180 1126 0.000206 0.0136 0.000112 3.55e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 4/49 3.16G 0.1073 0.03272 0.05556 23 416: 100% 160/160 [00:26<00:00, 6.09it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:02<00:00, 8.01it/s] all 180 1126 0.000124 0.00888 7.91e-05 2.16e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 5/49 3.16G 0.1063 0.02969 0.04911 29 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:02<00:00, 7.89it/s] all 180 1126 0.000113 0.00799 6.98e-05 2.09e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 6/49 3.16G 0.1061 0.0308 0.04267 47 416: 100% 160/160 [00:26<00:00, 6.13it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:02<00:00, 7.76it/s] all 180 1126 0.00015 0.0108 9.89e-05 2.39e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 7/49 3.16G 0.1044 0.02996 0.03713 12 416: 100% 160/160 [00:26<00:00, 6.12it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.61it/s] all 180 1126 0.000171 0.0123 9.91e-05 2.31e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 8/49 3.16G 0.1054 0.03025 0.03627 21 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.61it/s] all 180 1126 0.000214 0.0154 0.000163 4.38e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 9/49 3.16G 0.1046 0.02929 0.03454 7 416: 100% 160/160 [00:26<00:00, 6.11it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.71it/s] all 180 1126 0.000212 0.0152 0.000153 3.98e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 10/49 3.16G 0.1044 0.02972 0.0346 35 416: 100% 160/160 [00:26<00:00, 6.13it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.75it/s] all 180 1126 0.0002 0.0144 0.000139 3.92e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 11/49 3.16G 0.1026 0.02931 0.03401 12 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.79it/s] all 180 1126 0.000212 0.0152 0.000143 3.31e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 12/49 3.16G 0.1028 0.02886 0.03285 17 416: 100% 160/160 [00:26<00:00, 6.11it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.66it/s] all 180 1126 0.00023 0.0166 0.000165 4.16e-05 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 13/49 3.16G 0.1015 0.02814 0.0322 26 416: 100% 160/160 [00:26<00:00, 6.11it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.59it/s] all 180 1126 0.000925 0.0245 0.00053 0.000136 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 14/49 3.16G 0.101 0.02822 0.03288 25 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:14<00:00, 1.58it/s] all 180 1126 0.00191 0.00399 0.000528 0.000104 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 15/49 3.16G 0.1008 0.02822 0.03211 28 416: 100% 160/160 [00:26<00:00, 6.06it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:07<00:00, 3.11it/s] all 180 1126 0.124 0.00488 0.00287 0.000681 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 16/49 3.16G 0.09555 0.02773 0.0302 23 416: 100% 160/160 [00:26<00:00, 6.09it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.38it/s] all 180 1126 0.57 0.0114 0.00629 0.00156 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 17/49 3.16G 0.09376 0.02779 0.03108 34 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.13it/s] all 180 1126 0.577 0.0151 0.0105 0.00289 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 18/49 3.16G 0.09032 0.02834 0.03087 23 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.78it/s] all 180 1126 0.369 0.0307 0.0207 0.00554 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 19/49 3.16G 0.08742 0.02653 0.0306 14 416: 100% 160/160 [00:26<00:00, 6.09it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.20it/s] all 180 1126 0.583 0.0241 0.022 0.00649 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 20/49 3.16G 0.08427 0.02864 0.0291 52 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.26it/s] all 180 1126 0.701 0.0437 0.0336 0.0104 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 21/49 3.16G 0.08201 0.0278 0.02962 38 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.14it/s] all 180 1126 0.721 0.0549 0.0346 0.0101 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 22/49 3.16G 0.08073 0.02622 0.02915 24 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.20it/s] all 180 1126 0.723 0.0606 0.0382 0.0125 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 23/49 3.16G 0.07842 0.02557 0.02845 21 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.68it/s] all 180 1126 0.934 0.038 0.0392 0.0117 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 24/49 3.16G 0.07652 0.02457 0.02599 20 416: 100% 160/160 [00:26<00:00, 6.09it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.24it/s] all 180 1126 0.882 0.0471 0.0509 0.0162 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 25/49 3.16G 0.07589 0.02634 0.02656 44 416: 100% 160/160 [00:26<00:00, 6.04it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.05it/s] all 180 1126 0.869 0.0516 0.0532 0.0176 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 26/49 3.16G 0.07488 0.0248 0.02722 29 416: 100% 160/160 [00:26<00:00, 6.06it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.19it/s] all 180 1126 0.731 0.073 0.0592 0.0224 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 27/49 3.16G 0.07341 0.02631 0.02833 20 416: 100% 160/160 [00:26<00:00, 6.06it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.15it/s] all 180 1126 0.758 0.0603 0.0585 0.0235 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 28/49 3.16G 0.07101 0.0248 0.02688 16 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.20it/s] all 180 1126 0.736 0.0789 0.0687 0.0276 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 29/49 3.16G 0.07126 0.02508 0.02685 21 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.07it/s] all 180 1126 0.738 0.0818 0.0789 0.0333 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 30/49 3.16G 0.06962 0.02485 0.02663 10 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.17it/s] all 180 1126 0.748 0.0884 0.078 0.0347 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 31/49 3.16G 0.0686 0.02434 0.02711 14 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.03it/s] all 180 1126 0.743 0.0872 0.0902 0.0407 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 32/49 3.16G 0.06767 0.02472 0.02534 16 416: 100% 160/160 [00:26<00:00, 6.06it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.17it/s] all 180 1126 0.763 0.098 0.0839 0.0336 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 33/49 3.16G 0.06724 0.02471 0.02509 38 416: 100% 160/160 [00:26<00:00, 6.09it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.15it/s] all 180 1126 0.761 0.0997 0.103 0.0462 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 34/49 3.16G 0.06699 0.02491 0.02505 41 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.16it/s] all 180 1126 0.761 0.0932 0.0934 0.037 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 35/49 3.16G 0.06602 0.02311 0.0238 14 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.13it/s] all 180 1126 0.76 0.0982 0.0986 0.0366 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 36/49 3.16G 0.06521 0.02265 0.02395 35 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.24it/s] all 180 1126 0.767 0.103 0.115 0.056 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 37/49 3.16G 0.06453 0.02315 0.02497 22 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.17it/s] all 180 1126 0.796 0.0995 0.118 0.0558 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 38/49 3.16G 0.06377 0.02363 0.0235 37 416: 100% 160/160 [00:26<00:00, 6.05it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.22it/s] all 180 1126 0.699 0.11 0.114 0.0512 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 39/49 3.16G 0.06262 0.02458 0.02379 29 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.15it/s] all 180 1126 0.784 0.112 0.123 0.0532 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 40/49 3.16G 0.06218 0.02454 0.02325 27 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.23it/s] all 180 1126 0.8 0.122 0.13 0.0576 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 41/49 3.16G 0.06148 0.02278 0.02316 46 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.27it/s] all 180 1126 0.795 0.117 0.144 0.0696 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 42/49 3.16G 0.06057 0.02252 0.02142 12 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.22it/s] all 180 1126 0.769 0.121 0.179 0.0737 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 43/49 3.16G 0.06204 0.02443 0.02282 29 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.05it/s] all 180 1126 0.795 0.122 0.14 0.0697 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 44/49 3.16G 0.06016 0.02315 0.02329 9 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.97it/s] all 180 1126 0.814 0.12 0.138 0.0616 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 45/49 3.16G 0.05966 0.02336 0.02025 13 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.18it/s] all 180 1126 0.696 0.126 0.143 0.0657 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 46/49 3.16G 0.05842 0.02348 0.02148 37 416: 100% 160/160 [00:26<00:00, 6.08it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.25it/s] all 180 1126 0.814 0.118 0.147 0.0704 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 47/49 3.16G 0.05908 0.02319 0.02223 31 416: 100% 160/160 [00:26<00:00, 6.10it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.24it/s] all 180 1126 0.812 0.124 0.158 0.0765 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 48/49 3.16G 0.05855 0.02297 0.02077 10 416: 100% 160/160 [00:26<00:00, 6.07it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.03it/s] all 180 1126 0.818 0.126 0.161 0.0761 Epoch GPU_mem box_loss obj_loss cls_loss Instances Size 49/49 3.16G 0.05734 0.02385 0.02026 21 416: 100% 160/160 [00:26<00:00, 6.03it/s] Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 7.17it/s] all 180 1126 0.714 0.152 0.159 0.0736 50 epochs completed in 0.456 hours. Optimizer stripped from runs/train/exp3/weights/last.pt, 173.1MB Optimizer stripped from runs/train/exp3/weights/best.pt, 173.1MB Validating runs/train/exp3/weights/best.pt... Fusing layers... YOLOv5x summary: 322 layers, 86233975 parameters, 0 gradients, 203.9 GFLOPs Class Images Instances P R mAP50 mAP50-95: 100% 23/23 [00:03<00:00, 6.09it/s] all 180 1126 0.812 0.124 0.158 0.0766 0- person 180 115 0.786 0.0087 0.0598 0.0208 1- bicycle 180 2 1 0 0 0 2- car 180 751 0.559 0.586 0.564 0.285 3- motorcycle 180 6 1 0 0.00404 0.00141 5- bus 180 6 1 0 0.187 0.126 6- train 180 8 1 0 0.0931 0.0432 7- truck 180 97 0.536 0.32 0.333 0.144 8- boat 180 1 1 0 0 0 9- traffic light 180 140 0.428 0.2 0.18 0.0676 Results saved to runs/train/exp3
p_yol5 = 0.812
r_yol5 = 0.124
mAP_yolo5 = 0.158
storeResults('MC-DAYolo',p_yol5,r_yol5,mAP_yolo5)
# dislaying metrics for train data
from IPython.display import Image
from IPython.display import display
x = Image(filename='runs/train/exp3/F1_curve.png')
y = Image(filename='runs/train/exp3/PR_curve.png')
z = Image(filename='runs/train/exp3/confusion_matrix.png')
display(x, y,z)
YoloV8
%cd /content
/content
!pip install ultralytics
Collecting ultralytics
Downloading ultralytics-8.0.229-py3-none-any.whl (663 kB)
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Collecting thop>=0.1.1 (from ultralytics)
Downloading thop-0.1.1.post2209072238-py3-none-any.whl (15 kB)
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Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->ultralytics) (2023.6.0)
Requirement already satisfied: triton==2.1.0 in /usr/local/lib/python3.10/dist-packages (from torch>=1.8.0->ultralytics) (2.1.0)
Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.10/dist-packages (from python-dateutil>=2.7->matplotlib>=3.3.0->ultralytics) (1.16.0)
Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch>=1.8.0->ultralytics) (2.1.3)
Requirement already satisfied: mpmath>=0.19 in /usr/local/lib/python3.10/dist-packages (from sympy->torch>=1.8.0->ultralytics) (1.3.0)
Installing collected packages: thop, ultralytics
Successfully installed thop-0.1.1.post2209072238 ultralytics-8.0.229
# Checking the size of images and displaying them
import numpy as np
import cv2
# Image shape in Training
image = cv2.imread('/content/drive/MyDrive/4/data/test/images/GOPR0475_frame_000300_rgb_anon_png.rf.bfa6bd4a07fa77a7f8112d6236838651.jpg')
height = np.size(image, 0)
width = np.size(image, 1)
print ("shape of the training image {}, {}".format(height, width))
# Image shape in validation
image = cv2.imread('/content/drive/MyDrive/4/data/valid/images/GOPR0475_frame_000148_rgb_anon_png.rf.5988210879733a56caea5a33b79c9259.jpg')
height = np.size(image, 0)
width = np.size(image, 1)
print ("shape of the validation image {}, {}".format(height, width))
shape of the training image 1280, 1280 shape of the validation image 1280, 1280
from ultralytics import YOLO
# Load a model
# model = YOLO("yolov8m.yaml") # build a new model from scratch
model = YOLO("yolov8m.pt") # load a pretrained model (recommended for training)
# Use the model
results = model.train(data="/content/drive/MyDrive/4/data/data.yaml", epochs=50, imgsz=415) # train the model
Downloading https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8m.pt to 'yolov8m.pt'...
100%|██████████| 49.7M/49.7M [00:00<00:00, 219MB/s]
Ultralytics YOLOv8.0.229 🚀 Python-3.10.12 torch-2.1.0+cu121 CUDA:0 (Tesla T4, 15102MiB)
engine/trainer: task=detect, mode=train, model=yolov8m.pt, data=/content/drive/MyDrive/4/data/data.yaml, epochs=50, time=None, patience=50, batch=16, imgsz=415, save=True, save_period=-1, cache=False, device=None, workers=8, project=None, name=train, exist_ok=False, pretrained=True, optimizer=auto, verbose=True, seed=0, deterministic=True, single_cls=False, rect=False, cos_lr=False, close_mosaic=10, resume=False, amp=True, fraction=1.0, profile=False, freeze=None, overlap_mask=True, mask_ratio=4, dropout=0.0, val=True, split=val, save_json=False, save_hybrid=False, conf=None, iou=0.7, max_det=300, half=False, dnn=False, plots=True, source=None, vid_stride=1, stream_buffer=False, visualize=False, augment=False, agnostic_nms=False, classes=None, retina_masks=False, embed=None, show=False, save_frames=False, save_txt=False, save_conf=False, save_crop=False, show_labels=True, show_conf=True, show_boxes=True, line_width=None, format=torchscript, keras=False, optimize=False, int8=False, dynamic=False, simplify=False, opset=None, workspace=4, nms=False, lr0=0.01, lrf=0.01, momentum=0.937, weight_decay=0.0005, warmup_epochs=3.0, warmup_momentum=0.8, warmup_bias_lr=0.1, box=7.5, cls=0.5, dfl=1.5, pose=12.0, kobj=1.0, label_smoothing=0.0, nbs=64, hsv_h=0.015, hsv_s=0.7, hsv_v=0.4, degrees=0.0, translate=0.1, scale=0.5, shear=0.0, perspective=0.0, flipud=0.0, fliplr=0.5, mosaic=1.0, mixup=0.0, copy_paste=0.0, cfg=None, tracker=botsort.yaml, save_dir=runs/detect/train
Downloading https://ultralytics.com/assets/Arial.ttf to '/root/.config/Ultralytics/Arial.ttf'...
100%|██████████| 755k/755k [00:00<00:00, 17.3MB/s]
Overriding model.yaml nc=80 with nc=10
from n params module arguments
0 -1 1 1392 ultralytics.nn.modules.conv.Conv [3, 48, 3, 2]
1 -1 1 41664 ultralytics.nn.modules.conv.Conv [48, 96, 3, 2]
2 -1 2 111360 ultralytics.nn.modules.block.C2f [96, 96, 2, True]
3 -1 1 166272 ultralytics.nn.modules.conv.Conv [96, 192, 3, 2]
4 -1 4 813312 ultralytics.nn.modules.block.C2f [192, 192, 4, True]
5 -1 1 664320 ultralytics.nn.modules.conv.Conv [192, 384, 3, 2]
6 -1 4 3248640 ultralytics.nn.modules.block.C2f [384, 384, 4, True]
7 -1 1 1991808 ultralytics.nn.modules.conv.Conv [384, 576, 3, 2]
8 -1 2 3985920 ultralytics.nn.modules.block.C2f [576, 576, 2, True]
9 -1 1 831168 ultralytics.nn.modules.block.SPPF [576, 576, 5]
10 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
11 [-1, 6] 1 0 ultralytics.nn.modules.conv.Concat [1]
12 -1 2 1993728 ultralytics.nn.modules.block.C2f [960, 384, 2]
13 -1 1 0 torch.nn.modules.upsampling.Upsample [None, 2, 'nearest']
14 [-1, 4] 1 0 ultralytics.nn.modules.conv.Concat [1]
15 -1 2 517632 ultralytics.nn.modules.block.C2f [576, 192, 2]
16 -1 1 332160 ultralytics.nn.modules.conv.Conv [192, 192, 3, 2]
17 [-1, 12] 1 0 ultralytics.nn.modules.conv.Concat [1]
18 -1 2 1846272 ultralytics.nn.modules.block.C2f [576, 384, 2]
19 -1 1 1327872 ultralytics.nn.modules.conv.Conv [384, 384, 3, 2]
20 [-1, 9] 1 0 ultralytics.nn.modules.conv.Concat [1]
21 -1 2 4207104 ultralytics.nn.modules.block.C2f [960, 576, 2]
22 [15, 18, 21] 1 3781486 ultralytics.nn.modules.head.Detect [10, [192, 384, 576]]
Model summary: 295 layers, 25862110 parameters, 25862094 gradients, 79.1 GFLOPs
Transferred 469/475 items from pretrained weights
TensorBoard: Start with 'tensorboard --logdir runs/detect/train', view at http://localhost:6006/
Freezing layer 'model.22.dfl.conv.weight'
AMP: running Automatic Mixed Precision (AMP) checks with YOLOv8n...
Downloading https://github.com/ultralytics/assets/releases/download/v0.0.0/yolov8n.pt to 'yolov8n.pt'...
100%|██████████| 6.23M/6.23M [00:00<00:00, 86.3MB/s]
WARNING ⚠️ NMS time limit 0.550s exceeded
AMP: checks passed ✅
WARNING ⚠️ imgsz=[415] must be multiple of max stride 32, updating to [416]
train: Scanning /content/drive/MyDrive/4/data/train/labels... 639 images, 0 backgrounds, 0 corrupt: 100%|██████████| 639/639 [00:33<00:00, 18.89it/s]
train: New cache created: /content/drive/MyDrive/4/data/train/labels.cache albumentations: Blur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))
val: Scanning /content/drive/MyDrive/4/data/valid/labels... 180 images, 0 backgrounds, 0 corrupt: 100%|██████████| 180/180 [00:09<00:00, 19.46it/s]
val: New cache created: /content/drive/MyDrive/4/data/valid/labels.cache Plotting labels to runs/detect/train/labels.jpg... optimizer: 'optimizer=auto' found, ignoring 'lr0=0.01' and 'momentum=0.937' and determining best 'optimizer', 'lr0' and 'momentum' automatically... optimizer: AdamW(lr=0.000714, momentum=0.9) with parameter groups 77 weight(decay=0.0), 84 weight(decay=0.0005), 83 bias(decay=0.0) 50 epochs... Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
1/50 3.17G 1.384 1.644 1.02 130 416: 100%|██████████| 40/40 [00:13<00:00, 2.98it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:02<00:00, 2.13it/s]
all 180 1126 0.637 0.301 0.32 0.183
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
2/50 3.32G 1.32 1.233 1.006 103 416: 100%|██████████| 40/40 [00:08<00:00, 4.47it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.79it/s]
all 180 1126 0.532 0.379 0.314 0.176
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
3/50 3.35G 1.389 1.285 1.033 105 416: 100%|██████████| 40/40 [00:08<00:00, 4.51it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.78it/s]
all 180 1126 0.426 0.299 0.304 0.144
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
4/50 3.36G 1.39 1.238 1.042 156 416: 100%|██████████| 40/40 [00:08<00:00, 4.51it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.78it/s]
all 180 1126 0.325 0.31 0.265 0.129
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
5/50 3.37G 1.4 1.178 1.036 113 416: 100%|██████████| 40/40 [00:08<00:00, 4.49it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.80it/s]
all 180 1126 0.524 0.268 0.296 0.152
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
6/50 3.34G 1.388 1.083 1.029 110 416: 100%|██████████| 40/40 [00:09<00:00, 4.43it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.79it/s]
all 180 1126 0.359 0.269 0.294 0.145
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
7/50 3.37G 1.403 1.073 1.043 109 416: 100%|██████████| 40/40 [00:09<00:00, 4.40it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.84it/s]
all 180 1126 0.493 0.264 0.323 0.176
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
8/50 3.34G 1.357 1.073 1.021 64 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.85it/s]
all 180 1126 0.311 0.348 0.321 0.176
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
9/50 3.34G 1.341 1.055 1.031 102 416: 100%|██████████| 40/40 [00:09<00:00, 4.31it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.71it/s]
all 180 1126 0.44 0.246 0.29 0.165
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
10/50 3.33G 1.328 0.9945 1.003 134 416: 100%|██████████| 40/40 [00:09<00:00, 4.29it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.63it/s]
all 180 1126 0.446 0.31 0.32 0.181
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
11/50 3.34G 1.305 0.9487 1.003 118 416: 100%|██████████| 40/40 [00:09<00:00, 4.33it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.67it/s]
all 180 1126 0.462 0.42 0.389 0.225
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
12/50 3.36G 1.311 0.9724 1.002 91 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.78it/s]
all 180 1126 0.448 0.452 0.397 0.224
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
13/50 3.36G 1.271 0.9184 0.9819 121 416: 100%|██████████| 40/40 [00:09<00:00, 4.39it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.83it/s]
all 180 1126 0.527 0.419 0.465 0.27
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
14/50 3.33G 1.234 0.8933 0.9817 154 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.85it/s]
all 180 1126 0.531 0.475 0.46 0.266
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
15/50 3.37G 1.216 0.8483 0.9697 117 416: 100%|██████████| 40/40 [00:09<00:00, 4.33it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.79it/s]
all 180 1126 0.587 0.461 0.442 0.244
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
16/50 3.34G 1.224 0.8664 0.9871 135 416: 100%|██████████| 40/40 [00:09<00:00, 4.30it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.76it/s]
all 180 1126 0.403 0.415 0.423 0.25
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
17/50 3.36G 1.208 0.8341 0.9576 110 416: 100%|██████████| 40/40 [00:09<00:00, 4.33it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.66it/s]
all 180 1126 0.438 0.475 0.415 0.248
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
18/50 3.35G 1.184 0.8295 0.9535 75 416: 100%|██████████| 40/40 [00:09<00:00, 4.37it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.66it/s]
all 180 1126 0.475 0.468 0.436 0.258
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
19/50 3.34G 1.184 0.8278 0.9639 89 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.80it/s]
all 180 1126 0.484 0.496 0.466 0.281
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
20/50 3.36G 1.167 0.7979 0.9553 104 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.80it/s]
all 180 1126 0.508 0.471 0.453 0.272
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
21/50 3.36G 1.181 0.8114 0.9519 104 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.76it/s]
all 180 1126 0.532 0.487 0.53 0.32
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
22/50 3.36G 1.174 0.8005 0.9545 186 416: 100%|██████████| 40/40 [00:09<00:00, 4.31it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.81it/s]
all 180 1126 0.464 0.411 0.45 0.256
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
23/50 3.34G 1.182 0.7875 0.9553 152 416: 100%|██████████| 40/40 [00:09<00:00, 4.32it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.74it/s]
all 180 1126 0.461 0.417 0.456 0.277
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
24/50 3.33G 1.103 0.7386 0.9393 148 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.68it/s]
all 180 1126 0.481 0.385 0.446 0.251
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
25/50 3.35G 1.121 0.7596 0.9369 91 416: 100%|██████████| 40/40 [00:09<00:00, 4.37it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.68it/s]
all 180 1126 0.533 0.466 0.503 0.307
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
26/50 3.34G 1.108 0.7348 0.9281 62 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.80it/s]
all 180 1126 0.511 0.566 0.588 0.336
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
27/50 3.37G 1.097 0.7277 0.9303 116 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.78it/s]
all 180 1126 0.59 0.499 0.554 0.319
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
28/50 3.35G 1.09 0.7071 0.932 112 416: 100%|██████████| 40/40 [00:09<00:00, 4.32it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.78it/s]
all 180 1126 0.588 0.537 0.549 0.332
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
29/50 3.34G 1.094 0.6918 0.9337 114 416: 100%|██████████| 40/40 [00:09<00:00, 4.31it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.71it/s]
all 180 1126 0.528 0.498 0.493 0.308
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
30/50 3.35G 1.108 0.7076 0.9316 115 416: 100%|██████████| 40/40 [00:09<00:00, 4.33it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.73it/s]
all 180 1126 0.528 0.468 0.536 0.352
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
31/50 3.36G 1.074 0.6798 0.9203 117 416: 100%|██████████| 40/40 [00:09<00:00, 4.33it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.68it/s]
all 180 1126 0.593 0.506 0.579 0.365
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
32/50 3.37G 1.062 0.6579 0.9166 151 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.70it/s]
all 180 1126 0.682 0.449 0.57 0.355
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
33/50 3.37G 1.049 0.6574 0.9134 89 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.61it/s]
all 180 1126 0.56 0.522 0.574 0.37
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
34/50 3.35G 1.065 0.6613 0.922 97 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.75it/s]
all 180 1126 0.487 0.534 0.545 0.345
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
35/50 3.36G 1.037 0.6435 0.9125 164 416: 100%|██████████| 40/40 [00:09<00:00, 4.33it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.83it/s]
all 180 1126 0.574 0.493 0.525 0.339
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
36/50 3.36G 1.04 0.641 0.9114 131 416: 100%|██████████| 40/40 [00:09<00:00, 4.32it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.81it/s]
all 180 1126 0.615 0.512 0.541 0.35
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
37/50 3.37G 1.021 0.6218 0.9095 126 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.86it/s]
all 180 1126 0.695 0.482 0.578 0.359
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
38/50 3.37G 1.002 0.6146 0.9 115 416: 100%|██████████| 40/40 [00:09<00:00, 4.34it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.76it/s]
all 180 1126 0.622 0.513 0.567 0.357
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
39/50 3.34G 0.9986 0.6141 0.8971 103 416: 100%|██████████| 40/40 [00:09<00:00, 4.36it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.69it/s]
all 180 1126 0.55 0.507 0.539 0.346
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
40/50 3.34G 0.997 0.6052 0.9093 122 416: 100%|██████████| 40/40 [00:09<00:00, 4.36it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.67it/s]
all 180 1126 0.583 0.505 0.57 0.366
Closing dataloader mosaic
albumentations: Blur(p=0.01, blur_limit=(3, 7)), MedianBlur(p=0.01, blur_limit=(3, 7)), ToGray(p=0.01), CLAHE(p=0.01, clip_limit=(1, 4.0), tile_grid_size=(8, 8))
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
41/50 3.33G 0.9937 0.5659 0.8935 111 416: 100%|██████████| 40/40 [00:11<00:00, 3.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.61it/s]
all 180 1126 0.541 0.551 0.598 0.382
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
42/50 3.34G 0.9733 0.5443 0.8906 83 416: 100%|██████████| 40/40 [00:09<00:00, 4.36it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.82it/s]
all 180 1126 0.655 0.527 0.612 0.385
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
43/50 3.35G 0.9862 0.5569 0.8828 86 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.77it/s]
all 180 1126 0.569 0.534 0.573 0.342
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
44/50 3.34G 0.9775 0.5506 0.8855 77 416: 100%|██████████| 40/40 [00:09<00:00, 4.35it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.75it/s]
all 180 1126 0.607 0.576 0.606 0.389
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
45/50 3.35G 0.9582 0.534 0.8875 97 416: 100%|██████████| 40/40 [00:09<00:00, 4.36it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.78it/s]
all 180 1126 0.662 0.513 0.607 0.384
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
46/50 3.35G 0.9505 0.5276 0.8851 73 416: 100%|██████████| 40/40 [00:09<00:00, 4.36it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.70it/s]
all 180 1126 0.647 0.555 0.618 0.394
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
47/50 3.34G 0.9427 0.5185 0.8801 93 416: 100%|██████████| 40/40 [00:09<00:00, 4.36it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.75it/s]
all 180 1126 0.61 0.591 0.625 0.39
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
48/50 3.33G 0.9376 0.5057 0.8809 97 416: 100%|██████████| 40/40 [00:09<00:00, 4.37it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.70it/s]
all 180 1126 0.59 0.582 0.634 0.398
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
49/50 3.34G 0.9156 0.5019 0.8768 98 416: 100%|██████████| 40/40 [00:09<00:00, 4.37it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.68it/s]
all 180 1126 0.615 0.586 0.637 0.399
Epoch GPU_mem box_loss cls_loss dfl_loss Instances Size
50/50 3.35G 0.9174 0.4962 0.8708 128 416: 100%|██████████| 40/40 [00:09<00:00, 4.37it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:01<00:00, 3.76it/s]
all 180 1126 0.608 0.581 0.638 0.399 50 epochs completed in 0.172 hours. Optimizer stripped from runs/detect/train/weights/last.pt, 52.0MB Optimizer stripped from runs/detect/train/weights/best.pt, 52.0MB Validating runs/detect/train/weights/best.pt... Ultralytics YOLOv8.0.229 🚀 Python-3.10.12 torch-2.1.0+cu121 CUDA:0 (Tesla T4, 15102MiB) Model summary (fused): 218 layers, 25845550 parameters, 0 gradients, 78.7 GFLOPs
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 6/6 [00:05<00:00, 1.07it/s]
all 180 1126 0.609 0.582 0.638 0.399
0- person 180 115 0.797 0.391 0.545 0.296
1- bicycle 180 2 0.186 0.5 0.578 0.339
2- car 180 751 0.841 0.792 0.862 0.566
3- motorcycle 180 6 0.616 0.667 0.681 0.354
5- bus 180 6 0.586 0.71 0.709 0.497
6- train 180 8 0.871 0.848 0.873 0.67
7- truck 180 97 0.731 0.73 0.774 0.524
8- boat 180 1 0 0 0 0
9- traffic light 180 140 0.856 0.596 0.717 0.35
Speed: 0.1ms preprocess, 4.7ms inference, 0.0ms loss, 0.8ms postprocess per image
Results saved to runs/detect/train
results = model.val() # evaluate model performance on the validation set
Ultralytics YOLOv8.0.229 🚀 Python-3.10.12 torch-2.1.0+cu121 CUDA:0 (Tesla T4, 15102MiB) Model summary (fused): 218 layers, 25845550 parameters, 0 gradients, 78.7 GFLOPs
val: Scanning /content/drive/MyDrive/4/data/valid/labels.cache... 180 images, 0 backgrounds, 0 corrupt: 100%|██████████| 180/180 [00:00<?, ?it/s]
Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 12/12 [00:07<00:00, 1.60it/s]
all 180 1126 0.607 0.58 0.635 0.402
0- person 180 115 0.797 0.391 0.543 0.295
1- bicycle 180 2 0.187 0.5 0.578 0.339
2- car 180 751 0.84 0.792 0.861 0.569
3- motorcycle 180 6 0.617 0.667 0.681 0.354
5- bus 180 6 0.585 0.71 0.709 0.517
6- train 180 8 0.871 0.847 0.873 0.67
7- truck 180 97 0.729 0.72 0.766 0.525
8- boat 180 1 0 0 0 0
9- traffic light 180 140 0.837 0.589 0.704 0.351
Speed: 0.1ms preprocess, 10.0ms inference, 0.0ms loss, 2.8ms postprocess per image
Results saved to runs/detect/train2
p_yol5 = 0.607
r_yol5 = 0.58
mAP_yolo5 = 0.635
storeResults('YoloV8',p_yol5,r_yol5,mAP_yolo5)
# dislaying metrics for train data
from IPython.display import Image
from IPython.display import display
x = Image(filename='runs/detect/train/F1_curve.png')
y = Image(filename='runs/detect/train/PR_curve.png')
z = Image(filename='runs/detect/train/confusion_matrix.png')
display(x, y,z)
#creating dataframe
import pandas as pd
result = pd.DataFrame({ 'ML Model' : ML_Model,
'Precision': precision,
'Recall' : recall,
'mAP' : mAP,
})
result
| ML Model | Precision | Recall | mAP | |
|---|---|---|---|---|
| 0 | YoloV5x6 | 0.535 | 0.576 | 0.628 |
| 1 | YoloV4 | 0.799 | 0.187 | 0.256 |
| 2 | MC-DAYolo | 0.812 | 0.124 | 0.158 |
| 3 | YoloV8 | 0.607 | 0.580 | 0.635 |
import numpy as np
classifier = ML_Model
y_pos = np.arange(len(classifier))
import matplotlib.pyplot as plt2
plt2.barh(y_pos, precision, align='center', alpha=0.5,color='red')
plt2.yticks(y_pos, classifier)
plt2.xlabel('Precision Score')
plt2.title('Classification Performance')
plt2.show()
import matplotlib.pyplot as plt2
plt2.barh(y_pos, recall, align='center', alpha=0.5,color='yellow')
plt2.yticks(y_pos, classifier)
plt2.xlabel('Recall Score')
plt2.title('Classification Performance')
plt2.show()
import matplotlib.pyplot as plt2
plt2.barh(y_pos, mAP, align='center', alpha=0.5,color='navy')
plt2.yticks(y_pos, classifier)
plt2.xlabel('mAP')
plt2.title('Classification Performance')
plt2.show()